3 papers
cs.HC2025
A Robust Multi-Scale Framework with Test-Time Adaptation for sEEG-Based Speech Decoding
Suli Wang, Yang-yang Li, Siqi Cai +1
Decoding speech from stereo-electroencephalography (sEEG) signals has emerged as a promising direction for brain-computer interfaces (BCIs). Its clinical applicability, however, is…
cs.SD2024
NeuroSpex: Neuro-Guided Speaker Extraction with Cross-Modal Attention
Dashanka De Silva, Siqi Cai, Saurav Pahuja +2
In the study of auditory attention, it has been revealed that there exists a robust correlation between attended speech and elicited neural responses, measurable through electroenc…
eess.AS2024
Sparsity-Driven EEG Channel Selection for Brain-Assisted Speech Enhancement
Jie Zhang, Qing-Tian Xu, Zhen-Hua Ling +1
Speech enhancement is widely used as a front-end to improve the speech quality in many audio systems, while it is hard to extract the target speech in multi-talker conditions witho…